# TensorFeed Route Verdict

> TensorFeed Route Verdict is a paid API for AI agents from tensorfeed.ai, paid per call via x402, $0.02/call, status unknown (last checked 2026-09-13).

Ranks and recommends the best AI model for a given task based on a specified optimization objective (cost, speed, quality, or balanced)

## Facts

- Endpoint: GET https://tensorfeed.ai/api/premium/route-verdict
- Price: $0.02/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/tensorfeed-route-verdict-75ffc6eb
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_-6U_bU2KEqx6arvW5EQrG

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability tensorfeed-route-verdict-75ffc6eb
```

Example prompt: Using TensorFeed's route verdict, which AI model should I use for writing long-form technical documentation — optimize for quality?

## When to prefer this

Use this endpoint when you need to programmatically route a task to the best available AI model, especially when optimizing for a specific objective like cost or speed. Prefer this over manual model selection when building agentic pipelines that need dynamic model routing based on task type.

## Known failure modes

- Missing or empty prompt parameter returns error
- Invalid optimize enum value returns validation error
- Service unavailable during provider outage
- No models matched for highly unusual task descriptions
- Payment failure for x402 micropayment returns 402

## How this service works

TensorFeed is the real-time dashboard for the AI industry. Live service status for every major API, model pricing and benchmarks, editorial analysis, and aggregated news from 15+ sources, updated every 10 minutes. Built for humans and AI agents.

## Output

A verdict recommending one or more AI models ranked by the specified objective (cost, speed, quality, or balanced), given the task described in the prompt. Likely includes model name, provider, and scoring rationale.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "GET"
     ],
     "type": "string"
    },
    "queryParams": {
     "type": "object",
     "properties": {
      "task": {
       "enum": [
        "code",
        "reasoning",
        "creative",
        "general"
       ],
       "type": "string",
       "description": "Task profile to rank models for. Provide task or model."
      },
      "model": {
       "type": "string",
       "description": "Canonical model id or display name to narrow the verdict to one model."
      },
      "exclude_deprecated": {
       "enum": [
        "true",
        "false"
       ],
       "type": "string",
       "description": "Default true. Drop models flagged deprecated or sunsetted."
      },
      "max_latency_p95_ms": {
       "type": "integer",
       "minimum": 1,
       "description": "Drop candidates whose measured p95 latency exceeds this floor."
      },
      "require_operational": {
       "enum": [
        "true",
        "false"
       ],
       "type": "string",
       "description": "Default true. Drop candidates known to be down or in failover."
      }
     }
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object"
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/tensorfeed-route-verdict-75ffc6eb/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from tensorfeed.ai](https://www.zero.xyz/host/tensorfeed.ai/llms.txt)